Retraining an Artificial Intelligence Algorithm to Calculate Left Ventricular Ejection Fraction in Pediatrics

• Published in: Journal of cardiothoracic and vascular anesthesia Vol. 36; no. 9; pp. 3610 - 3616
• Main Authors: Zuercher, Mael, Ufkes, Steven, Erdman, Lauren, Slorach, Cameron, Mertens, Luc, Taylor, Katherine
• Format: Journal Article
• Language: English
• Published: United States Elsevier Inc 01.09.2022
• Subjects: artificial intelligence; cardiac function; deep learning; pediatric patients; deep learning; cardiac function; artificial intelligence; pediatric patients

Identifying patients with low left ventricular ejection fraction (LVEF) and monitoring LVEF responses to treatment are important clinical goals. Can a deep-learning algorithm predict pediatric LVEF within clinically acceptable error? The study authors wanted to fine-tune an adult deep-learning algor...